Approximate Y(x,y) for different value of and for test problem 3. by Lahoucine Tadoummant (21647670)

Approximate X(x,y) for different value of and for test problem 3. by Lahoucine Tadoummant (21647670)

Changes in bioimpedance by sex. by Domingos L. S. Rios (20496173)

“…In men, BMI and fat mass decreased by 12.9% and 25.3 at 3 months and 23.6% and 45.3% at 6 months, respectively. …”

The recent or current problems reported by the survey participants during the COVID-19 pandemic. by Mai Ngoc Luu (11868515)

Factors associated with abnormal left ventricular ejection fraction (decreased or increased) in patients with sepsis in the intensive care unit by Dong Geum Shin (6019568)

“…High brain natriuretic peptide was associated with decreased EF. Among these factors, female sex and small LA were significantly associated with abnormal EF in the multiple regression analysis.…”

Image_1_Dysbiosis of gut microbiota and decreased propionic acid associated with metabolic abnormality in Cushing’s syndrome.jpeg by Qin Zhang (58638)

“…</p>Results<p>Compared to the controls, the Simpson and Pielou indices of α diversity were dramatically decreased in Cushing’s syndrome (P < 0.05). The gut microbiota community structure differed significantly between Cushing’s syndrome patients and controls. …”

Results for the time from infection to hospitalisation by sex and age. by Thomas Ward (688068)

Results for the time from infection to death by sex and age. by Thomas Ward (688068)

Results for the time from hospitalisation to death by sex and age. by Thomas Ward (688068)

Data Extraction Sheet: A sheet that contains the data that we extracted from the included studies. by Mohamed R. Abdelraouf (21501468)

Probabilities estimated by logistic regression for age and sex in the distancing model and with confidence intervals of 95%. by Simón Varas (12536890)

Associations of sex and age with measurements of bone thickness. by Shimpei Goto (14856845)

Age and sex distribution of the participants. by Dai Nogimura (21445649)

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML by Ayush Garg (21090944)

“…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …”

Table_1_Decreased Serum Brain-Derived Neurotrophic Factor Concentrations 72 Hours Following Marathon Running.DOCX by Astrid Roeh (11136600)

“…</p><p>Conclusion: Prolonged exercise induces a significant decrease in serum BDNF concentration 72 h post-exercise. …”

Effects of culturing condition and mating status on adult male and female mannitol-induced decreases in longevity. by Katherine Fiocca (6785606)

Volcano plots indicating the plasma metabolic features that significantly differ between high-fat diet-fed and chow-fed minipigs stratified by sex. by Ditte Olsen Lützhøft (10837857)

Logistic regression (univariates) and adjusted analysis including the significant covariates from the univariate regression. by Kai Yi Wu (16451082)

(a) Comparison of the approximate solution X(x,y) with the exact solution of the problem 3. by Lahoucine Tadoummant (21647670)

Screening Sheet: A sheet that contains the full screening process that we used to include or exclude any study. by Mohamed R. Abdelraouf (21501468)